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연산은 싸지고 데이터 이동은 비싸진 시대, AI 성능의 진짜 병목은 메모리입니다. 메모리 월 개념부터 HBM 세대, roofline 모델과 산술 강도, KV 캐시, 양자화로 대역폭을 절감하는 법까지 개발자 관점에서 정리합니다.
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